2 papers
cs.GT2026
The Art of Calling the Winner by Asking Just Enough Questions: Competitive Preference Elicitation with Next-Best Queries
Nisarg Shah, Ziqi Yu
We study active elicitation of agent preferences for collectively choosing among alternatives using prominent voting rules. We focus on the next-best query model, in which an a…
cs.GT2026
Unifying Proportional Fairness in Centroid and Non-Centroid Clustering
Benjamin Cookson, Nisarg Shah, Ziqi Yu
Proportional fairness criteria inspired by democratic ideals of proportional representation have received growing attention in the clustering literature. Prior work has investigate…